Prototype · Preview: every server in the official registry, synced every 30 minutes. Reviews and accounts come in a later step.
PopNx MCPMCP servers for people who use AI · explained in plain words

WCS Points

by akarakotovversion 1.0.0i★ –iRuns in the cloud
Registry namecom.wcspoints/wsdc-points

Install

Overview

Description from the maker (original English)

West Coast Swing WSDC points registry: dancer points, divisions, level-ups, event results and rules.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Install

Pick the AI app you use, then copy the settings.

Before you install

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://wcspoints.com/mcp

Run this in your terminal

claude mcp add --transport http wsdc-points https://wcspoints.com/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "wsdc-points": {
      "url": "https://wcspoints.com/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "wsdc-points": {
      "type": "http",
      "url": "https://wcspoints.com/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://wcspoints.com/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 9, 2026. The maker wrote them, not us; we show them as plain text.

  • search_dancers

    Find West Coast Swing dancers in the WSDC Points Registry by name or WSDC ID. Returns WSDC ID, country, primary role and current division for each match, most recently active dancers first. Use the WSDC ID with the other dancer tools.

  • get_dancer_profile

    Get a dancer's WSDC profile: current division and points per role (Leader/Follower), the Jack & Jill divisions they are allowed to enter in each role, points per division, level-up timeline, and first/last competition dates.

  • get_dancer_results

    List a dancer's WSDC Jack & Jill placements (event, date, division, role, placement, points), most recent first. Totals are computed over all results matching the filters.

  • search_events

    Find WSDC registry events (West Coast Swing conventions with points-awarding Jack & Jill contests) by name, city, year and/or country. Most recent first. Use the event_id with get_event_results.

  • get_event_results

    Get the Jack & Jill placements recorded in the WSDC registry for one event, grouped by division (highest first): placement, role, points awarded, dancer name and WSDC ID.

  • get_recent_levelups

    List dancers who recently moved up to a higher WSDC division (in either role), most recent first, optionally filtered by country and target division.

  • get_division_stats

    Count dancers by current division and role (Leader/Follower), worldwide or for one country, optionally only recently active dancers.

  • search_wsdc_rules

    Search the official WSDC Registry Event Rules (current rulebook) and return the most relevant sections verbatim: division move-up thresholds, points per placement and tier, primary/secondary role rules, contest requirements, age divisions, judging.

  • get_registry_info

    Data coverage and freshness: number of dancers and events, date of the most recent event in the mirror, the rulebook version, and links to the official sources.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 9, 2026

  • ! Caution

    Maker matches the repo

    The publisher (wcspoints.com) is not the repo owner (akarakotov); someone else may have listed it

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • ✓ Pass

    Endpoint responds

    Responded in 161 ms (HTTP 200)

  • – Not applicable

    Sign-in with OAuth

    No sign-in needed

  • ✓ Pass

    No hidden instructions in tool descriptions

    Read 9 tool descriptions and found no hidden instructions to the AI

Compared with others in Otheri

  • More stars than 0% of the other 18725 servers in this category
  • Published to the registry more recently than 100% of the other 18725 servers in this category
  • Basic checks equal to or better than 37% of the other 18725 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is WCS Points safe?

It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry today.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Grades.com

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Spec Driven Development

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

by formulahendryEarly↓ 66/wk★ 440Updated 14 months ago

Runs on your computer

Remote Desktop Commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

by desktop-commanderGrowing★ 211Updated 4 days ago

Runs in the cloud✓ desktopcommander.app

Grades.com

Your reviews, AI reply drafts, review requests and what AI assistants say about your business.

by grades.comEarlyUpdated today

Runs in the cloud✓ grades.com

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

WSDC Points MCP Server

Ask Claude, ChatGPT, Cursor or any AI assistant about West Coast Swing dancers' WSDC points, divisions, level-ups and competition results. A free, public, read-only Model Context Protocol (MCP) server for the World Swing Dance Council (WSDC) Points Registry: ~27,000 dancers and ~8,000 events.

  • Endpoint: https://wcspoints.com/mcp (Streamable HTTP, no API key, no sign-up)
  • Website: wcspoints.com · llms.txt · server card
  • Official MCP Registry name: com.wcspoints/wsdc-points

Unofficial project, not affiliated with the World Swing Dance Council. The official registry is at

worldsdc.com/registry.

What you can ask

  • "What divisions can I dance as a follower? My name is …"
  • "How many more Intermediate points do I need to move up? My WSDC ID is …"
  • "Show the Champions results of the latest Swing Diego."
  • "Who moved up to All-Stars in Germany in the last 3 months?"
  • "How many active Advanced leaders are there in France?"
  • "How many points does 1st place earn in a Novice Jack & Jill with 45 followers?"

Connect

ClientHow
Claude (claude.ai, Desktop)Settings → Connectors → *Add custom connector* → URL https://wcspoints.com/mcp
Claude Codeclaude mcp add --transport http wsdc-points https://wcspoints.com/mcp
ChatGPTEnable developer mode for apps/connectors, create a connector with the URL above, no authentication
Cursor / Windsurf{"mcpServers": {"wsdc-points": {"url": "https://wcspoints.com/mcp"}}}
VS Code (Copilot).vscode/mcp.json: {"servers": {"wsdc-points": {"type": "http", "url": "https://wcspoints.com/mcp"}}}
Anything elseAny MCP client with Streamable HTTP transport

Tools

All tools are read-only (readOnlyHint: true) and return structured JSON with an output schema.

ToolWhat it does
search_dancersFind dancers by name (any order, partial, misspelled, Cyrillic) or WSDC ID
get_dancer_profileCurrent division and points per role (Leader/Follower), allowed Jack & Jill divisions per role, points per division, level-up timeline
get_dancer_resultsA dancer's placements: event, date, division, role, placement, points; filters by division, role, year
search_eventsFind WSDC registry events by name, city, year, country
get_event_resultsAll Jack & Jill placements of one event, by division
get_recent_levelupsDancers who recently moved up a division, by country and division
get_division_statsDancer counts by current division and role, worldwide or per country
search_wsdc_rulesSearch the current WSDC Registry Event Rules (move-up thresholds, points per tier, secondary role rules…)
get_registry_infoData coverage and freshness

Resource: wsdc://rules/current, the full text of the current rulebook.

How it works

  • Data comes from a continuously synchronised mirror of the public WSDC Points Registry (the same database behind the @wsdc_bot Telegram bot).
  • Division eligibility per role, including the primary/secondary role rules, is computed in the database and returned as-is, so the server and the bot always agree.
  • Stateless Streamable HTTP (JSON responses), results cached for minutes, per-IP rate limits.
  • Python 3.12, MCP Python SDK v2, psycopg 3, Starlette.

Development

python3.12 -m venv venv && venv/bin/pip install -r requirements-dev.txt

venv/bin/python -m pytest -q # unit tests (no database needed) WSDC_MCP_TEST_DSN="dbname=wsdc host=127.0.0.1" venv/bin/python -m pytest -q # + end-to-end tests WSDC_MCP_DB_DSN="dbname=wsdc host=127.0.0.1" venv/bin/python -m wsdc_mcp # serve on 127.0.0.1:8001

VariableMeaning
WSDC_MCP_DB_DSNPostgreSQL DSN of the WSDC registry database (read-only role)
WSDC_MCP_PUBLIC_URLPublic origin used in links and discovery documents (default https://wcspoints.com)
WSDC_MCP_HOST / WSDC_MCP_PORTBind address (default 127.0.0.1:8001)
WSDC_MCP_RULES_PATHPlain-text WSDC rulebook; enables search_wsdc_rules
WSDC_MCP_POOL_MAX, WSDC_MCP_STATEMENT_TIMEOUT_MSDB pool size (3) and per-query timeout (8000 ms)

The server expects the registry schema of the WSDC parser project (contester_view, contester_view_roles, entry_view, event, …); the code is published for transparency and reuse.

Privacy

No accounts, cookies or trackers. Requests and tool calls are logged for up to 30 days for operations. Results contain only what the WSDC publishes in its public registry. See wcspoints.com/privacy.

License

MIT

Ask PopNx